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Arpit Vaghela's starred repositories

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

NOASSERTION26393 285 41

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Language:PythonMIT19849 254 72

nn-zero-to-hero

Neural Networks: Zero to Hero

Language:Jupyter NotebookMIT11522 286 30

Open3D

Open3D: A Modern Library for 3D Data Processing

Language:C++NOASSERTION11220 200 3843

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

Language:Python4095 28 244

grok

Language:PythonMIT4075 149 33

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

Language:Jupyter NotebookApache-2.03821 60 98

deep-rl-class

This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.

Language:MDXApache-2.03809 83 294

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

Language:PythonBSD-2-Clause3056 19 133

MotionPlanning

Motion planning algorithms commonly used on autonomous vehicles. (path planning + path tracking)

Language:Python2092 28 4

DPT

Dense Prediction Transformers

Language:PythonMIT1961 42 81

minitorch

The full minitorch student suite.

Language:Python1849 18 5

PyFlow

An open-source tool for visual and modular block programming in python

Language:PythonGPL-3.01270 22 184

CodeGenX

Code Generation using GPT-J!

Language:JavaScriptMPL-2.0513 18 25

fastapi-mongo

Template for building FastAPI applications with MongoDB.

Language:PythonMIT477 8 10

Lux-Design-S2

Repository for the Lux AI Challenge, season 2 (NeurIPS 23). Hosted on @kaggle

Language:Jupyter NotebookApache-2.0405 16 121

torchdim

Named tensors with first-class dimensions for PyTorch

Language:Jupyter NotebookBSD-3-Clause321 10 8

dnn-mode-connectivity

Mode Connectivity and Fast Geometric Ensembles in PyTorch

Language:PythonBSD-2-Clause262 13 10

reproducible-data-science

Tutorials on creating a reproducible and maintainable data science project

Language:Jupyter Notebook136 5 4

Kaggle_Lux_AI_2021

Language:Jupyter NotebookMIT98 3 1

DeepGTAV-PreSIL

Language:C++GPL-3.076 5 27

neuro-symbolic-sudoku-solver

⚙️ Solving sudoku using Deep Reinforcement learning in combination with powerful symbolic representations.

Language:PythonApache-2.067 40

food-recognition-benchmark-starter-kit

This repository is the main Food Recognition Benchmark template and Starter kit. Clone the repository to compete now!

Language:Jupyter NotebookMIT66 10 2

pgdl

Winning Solution of the NeurIPS 2020 Competition on Predicting Generalization in Deep Learning

Language:Python39 2 1

RCworkshops

ASU Research Computing :: materials from hosted workshops

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GAN-Artwork-Generation

Language:Jupyter Notebook25 4 2

carlafox

Language:Jupyter NotebookMIT20 4 1

ASGRL

Official python implementation of ASGRL in ICML 2022 paper: Leveraging Approximate Symbolic Models for Reinforcement Learning via Skill Diversity

Language:Python20 10

Documentation

The project includes all the general documentation of the competition environment, guides, diagrams, car components, etc.

Language:PythonMIT5 4 1

SpotifyDataAnalysisChallenge

A Simple Challenge For Students To Analyze and Draw Conclusions from their personal Spotify Data :)

Language:Python4 10